Zichen Song
City University of Hong Kong(HK)Southern University of Science and Technology(CN)
Publications by Year
Research Areas
Machine Learning in Materials Science, Computational Drug Discovery Methods, Block Copolymer Self-Assembly, Electrostatics and Colloid Interactions, X-ray Diffraction in Crystallography
Most-Cited Works
- → Charge-Optimized Electrostatic Interaction Atom-Centered Neural Network Algorithm(2024)18 cited
- → Resolving vacancy clustering mechanisms in tungsten via machine-learning-potential-based simulations at experimental time scales(2025)1 cited
- → Automatic Feature Selection for Atom-Centered Neural Network Potentials Using a Gradient Boosting Decision Algorithm(2024)1 cited
- → qNEP: A highly efficient neuroevolution potential with dynamic charges for large-scale atomistic simulations(2026)
- → Data and models supporting "qNEP: A highly efficient neuroevolution potential with dynamic charges for large-scale atomistic simulations"(2026)